To Improve Content Based Face Retrieval By Creating Semantic Code Words
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2014, Vol 2, Issue 12
Abstract
The importance and the complete amount of human face photos make manipulations e.g., search and mining of large-scale human face images a really vital research problem and allow many real world applications. We aim to make use of automatically detected human attributes that contain semantic prompts of the face photos to improve content based face retrieval by constructing semantic code words for efficient large-scale face retrieval. By leveraging human attributes in a scalable and systematic framework we propose two orthogonal methods named attribute-enhanced sparse coding and attribute embedded inverted indexing to perk up the face retrieval in the offline and online stages. We examine the efficiency of different attributes and vital factors necessary for face retrieval. The purpose in this paper is to deal with one of the imperative and challenging problems large-scale content-based face image retrieval. Given a uncertainty face image content-based face image retrieval seeks to find similar face images from a large image database. It is and facilitates equipment for many applications including automatic face annotation crime investigation etc.
Authors and Affiliations
Melam Srikanth| Department of Computer Science And Engineering Akula Sree Ramulu institute of Engineering and Technology, prathipadu,Tadepalligudem, A.P,India, melam.srikanth@gmail.com, Dr. A. Ramamurthy| Department of Computer Science And Engineering Akula Sree Ramulu institute of Engineering and Technology, prathipadu,Tadepalligudem, A.P,India, ram111_sai@yahoo.com, K. T. V. Subbarao| Department of Computer Science And Engineering Akula Sree Ramulu institute of Engineering and Technology, prathipadu,Tadepalligudem, A.P,India, ogidi@rediffmail.com
Keywords
Related Articles
- EP ID EP16422
- DOI -
- Views 343
- Downloads 12
A New Modular Multilevel Inverter Topology of Reduced Components
Harmonic content of the yield voltage waveform diminishes as the quantity of yield voltage level increments. The primary focal points are lower Total Harmonic Distortion (THD), less weight on the power switches and h...
A Unified Control Startergy For Three Phase Inverter In Dg
This paper presents a neutral point clamped technique based three-phase inverter with grid connected system that operates in both islanded and grid-tied modes. This paper presents the detailed analysis and the parame...
We rather pick a hop-by-hop approach. Such an approach is appropriate for the systems without MPLS conveyed. All the more particularly, every router can independently figure next hops, the same as what they do in Dij...
We adopt a probabilistic strategy and propose two hub disappointment recognition plots that deliberately consolidate limited observing, area estimation and hub cooperation. Broad reproduction brings about both associ...
Vampire Attacks: Draining Life From Wireless Adhoc Sensor Networks
Ad hoc less power wireless networks are one of the current topics in the field of security and pervasive computing. Most of the research work done before for improving the security of the networks in this area is main...